{"id":"W2169420257","doi":"10.1111/hdi.12170","title":"Physical examination of arteriovenous fistula: The influence of professional experience in the detection of complications","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Arteriovenous fistula; Stenosis; Complication; Fistula; Physical therapy; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002374534,0.0001769235,0.0002646935,0.0005302226,0.0003540418,0.0007141659,0.0002261649,0.0003211446,0.001650243],"category_scores_gemma":[0.02239171,0.0001700784,0.0003159175,0.0003226521,0.0006052456,0.0003976711,0.0005993793,0.0003690089,0.0001602723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862776,"about_ca_system_score_gemma":0.0006144019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001969882,"about_ca_topic_score_gemma":0.002234921,"domain_scores_codex":[0.9960077,0.002302019,0.0002246285,0.0002822776,0.0008227201,0.0003606714],"domain_scores_gemma":[0.9728255,0.01633196,0.005772904,0.0006089948,0.001524067,0.002936653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001998919,0.0001919908,0.9924172,0.00002954307,0.00003406271,0.0001158537,0.000762803,0.0000283066,0.0002477804,0.00001465581,0.00004603804,0.005911895],"study_design_scores_gemma":[0.000002774003,0.0003063551,0.9985957,0.00001669594,0.00001387956,0.0001474571,0.0006618766,0.00006977738,0.0000530077,0.00001421275,0.0001147428,0.000003626968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99796,0.0003562472,0.0001205964,0.00009207974,0.0000141479,0.000009855221,0.00001901039,0.00000155306,0.001426509],"genre_scores_gemma":[0.999639,0.0001103452,0.00008138857,0.00002022351,0.0000122801,0.000003804714,0.00001277986,8.516013e-7,0.000119335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002374534,"threshold_uncertainty_score":0.01255786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268272935236474,"score_gpt":0.3568131073605053,"score_spread":0.3241303780081405,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}